{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":7,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":7,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"ac84da50b499","filters":{"venue":"Социологические исследования"}},"results":[{"id":"W35434423","doi":"10.1016/j.adro.2022.100927","title":"Тенденция \"квазирелигиозности\" в среде красноярского студенчества","year":2003,"lang":"ru","type":"article","venue":"Социологические исследования","topic":"Military Technology and Strategies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Mathematics","authors":[{"name":"Валентин Геннадьевич Немировский","is_ca":false},{"name":"Павел Анатольевич Стариков","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008102423630736303,"gpt":0.1945904859569192,"spread":0.1864880623261829,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001159126,0.001691187,0.001558163,0.0007936496,0.0007026602,0.0002444017,0.001408833,0.002036663,0.008051619],"category_scores_gemma":[0.0005229809,0.001852654,0.0007506334,0.001588562,0.000777035,0.0008267881,0.0002074014,0.002541574,0.006401177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004093815,"about_ca_system_score_gemma":0.0003814517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001439736,"about_ca_topic_score_gemma":0.0002206703,"domain_scores_codex":[0.9926749,0.0004177539,0.001697442,0.001660242,0.0008581296,0.002691534],"domain_scores_gemma":[0.9958763,0.0003881239,0.0002558221,0.002578979,0.000231844,0.0006689307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000123776,0.0009952202,0.00391151,0.001087339,0.001328011,0.0008547112,0.002135001,0.006006246,0.004640998,0.8938142,0.0705774,0.01452557],"study_design_scores_gemma":[0.006724992,0.002000184,0.01051526,0.001187035,0.001174432,0.00109647,0.007361301,0.007804515,0.02059826,0.2267842,0.7068387,0.007914693],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1279259,0.03641658,0.003836296,0.0009720611,0.007767276,0.001286663,0.000248091,0.003380653,0.8181665],"genre_scores_gemma":[0.9776913,0.003266981,0.0033946,0.0003998521,0.0006121335,0.0001327421,0.00007790467,0.0003447437,0.01407978],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8497654,"threshold_uncertainty_score":0.9997596,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W37098189","doi":"10.1089/met.2022.0065","title":"Импорт концепций, прежние подходы или новые самостоятельные теории? (О состоянии фундаментальных исследований в российской социологии)","year":2001,"lang":"ru","type":"article","venue":"Социологические исследования","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Business","authors":[{"name":"Светлана Георгиевна Кирдина","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01601806357365794,"gpt":0.2504768619338869,"spread":0.234458798360229,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.006127425,0.005711468,0.008426961,0.002909238,0.002343339,0.001572219,0.004326095,0.004184506,0.01973259],"category_scores_gemma":[0.002732973,0.005884335,0.007239027,0.005992757,0.002579557,0.002385538,0.002059034,0.006536649,0.02873459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002438815,"about_ca_system_score_gemma":0.003218108,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0174549,"about_ca_topic_score_gemma":0.003967378,"domain_scores_codex":[0.9685051,0.002266746,0.006061644,0.006838942,0.007259222,0.009068323],"domain_scores_gemma":[0.9785899,0.001329426,0.002197622,0.01024572,0.002127261,0.005510082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003037275,0.006159656,0.02436917,0.003413862,0.01101647,0.009286616,0.003644695,0.0006390219,0.002660393,0.002589468,0.1625439,0.7706395],"study_design_scores_gemma":[0.02003426,0.003324729,0.129767,0.004159264,0.008522361,0.002676213,0.002822471,0.00211554,0.004335186,0.002360393,0.8125231,0.007359459],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5631311,0.1329488,0.002556467,0.01057794,0.02370143,0.01186594,0.00137791,0.004707669,0.2491327],"genre_scores_gemma":[0.8589616,0.02986252,0.002096909,0.006037073,0.01768871,0.001046686,0.001502796,0.001999847,0.08080384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.76328,"threshold_uncertainty_score":0.9994643,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W31591095","doi":"10.1503/cmaj.190567","title":"Состояние и проблемы здоровья литовских моряков","year":2010,"lang":"ru","type":"article","venue":"Социологические исследования","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Wellcome Trust","keywords":"Computer science","authors":[{"name":"Мариона Юозовна Кушлейкайте","is_ca":false},{"name":"Ионас Ионаса Салига","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08139179854809632,"gpt":0.4341454507604009,"spread":0.3527536522123046,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002033962,0.001393671,0.001767245,0.000331637,0.001200874,0.0004108493,0.001170216,0.001171778,0.03137856],"category_scores_gemma":[0.002443967,0.001242624,0.0008415973,0.001152095,0.001141092,0.0008086739,0.0009428228,0.005557036,0.01491641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002183774,"about_ca_system_score_gemma":0.0005796766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000511082,"about_ca_topic_score_gemma":0.0004592954,"domain_scores_codex":[0.9917098,0.0003790074,0.001631383,0.001792891,0.001767366,0.002719567],"domain_scores_gemma":[0.992962,0.001663456,0.0007042673,0.002060235,0.0005873124,0.002022722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004028635,0.006380596,0.06573381,0.003057006,0.004600561,0.003448607,0.003945675,0.00001628583,0.1326236,0.02764624,0.4419343,0.3065847],"study_design_scores_gemma":[0.004889389,0.0008119103,0.02696509,0.0003264215,0.001991325,0.0003911311,0.001018791,0.0009546691,0.008543037,0.001158045,0.9515195,0.001430674],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4058602,0.017893,0.0001667895,0.04805068,0.02316414,0.002458816,0.0003427459,0.000830245,0.5012334],"genre_scores_gemma":[0.9414045,0.007780561,0.001425451,0.009871129,0.01025661,0.0001130637,0.0001014865,0.0002794187,0.02876782],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5355443,"threshold_uncertainty_score":0.9998814,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W23461621","doi":"10.1021/ol400401d","title":"Проблемы адаптации к новым культурным реалиям в зеркале биографического метода","year":2003,"lang":"en","type":"article","venue":"Социологические исследования","topic":"PI3K/AKT/mTOR signaling in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Computer science","authors":[{"name":"Aily Aarelaid-Tart","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008223830505745969,"gpt":0.2467379746149861,"spread":0.2385141441092402,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007350638,0.0007728354,0.00059855,0.0001824027,0.0003681452,0.0001506143,0.0009140485,0.0007081885,0.001743886],"category_scores_gemma":[0.0004957347,0.0008018086,0.0004721953,0.0004588932,0.0003437216,0.00002612245,0.0002543005,0.0005155054,0.0008830929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001454049,"about_ca_system_score_gemma":0.0004463994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008014974,"about_ca_topic_score_gemma":0.00008050391,"domain_scores_codex":[0.9954901,0.0003217563,0.0007788017,0.001440504,0.0006753765,0.001293453],"domain_scores_gemma":[0.9970829,0.00006461807,0.000319648,0.001726033,0.0003064375,0.0005002858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005065065,0.0006879561,0.008098417,0.0001758379,0.000672788,0.0001449851,0.0002850969,0.0009445669,0.841848,0.00706933,0.1195779,0.01998865],"study_design_scores_gemma":[0.001818298,0.0006824933,0.001450479,0.00007465509,0.0001027642,0.0001816602,0.0001416026,0.00007341748,0.345204,0.001257405,0.6478145,0.001198789],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8370873,0.01043619,0.006473208,0.0006079288,0.004224793,0.001055102,0.0001977911,0.0004003666,0.1395173],"genre_scores_gemma":[0.9798882,0.0004207621,0.002538648,0.001948939,0.001326183,0.0001236495,0.0002201399,0.0002296977,0.01330381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5282366,"threshold_uncertainty_score":0.9998949,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W33975522","doi":"10.1080/10826084.2021.1922455","title":"Возможно ли счастливое супружество в эпоху сексуальной революции","year":2011,"lang":"en","type":"article","venue":"Социологические исследования","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Institute of Population and Public Health; Institute of Nutrition, Metabolism and Diabetes; Canadian Institutes of Health Research; Health Canada","keywords":"Computer science","authors":[{"name":"Татьяна Юрьевна Брыкова","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1934373862321728,"gpt":0.3483772886233701,"spread":0.1549399023911974,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000422994,0.0005211055,0.001046962,0.0002494378,0.0002997482,0.00003656291,0.0003775896,0.0003470595,0.003026174],"category_scores_gemma":[0.0001867374,0.0004572446,0.0004289371,0.0006027995,0.0002956414,0.0004230982,0.0001805526,0.0009683218,0.003214777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002045477,"about_ca_system_score_gemma":0.000381919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004814306,"about_ca_topic_score_gemma":0.0001264142,"domain_scores_codex":[0.9964964,0.0001267778,0.0006698564,0.0008521447,0.0007158301,0.001139038],"domain_scores_gemma":[0.9975771,0.0001396101,0.0002310645,0.000927216,0.0001954583,0.0009295878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.009748076,0.04685075,0.1396899,0.004812095,0.002732891,0.00369039,0.02435615,0.00001495903,0.1513761,0.1562649,0.2234573,0.2370064],"study_design_scores_gemma":[0.009806507,0.006804802,0.6653098,0.0009144903,0.00100366,0.0006986726,0.0009894184,0.0007365993,0.06843993,0.03409666,0.2086927,0.002506658],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7588007,0.0003998645,0.0006297257,0.00189948,0.0007132891,0.0009114717,0.00004676747,0.0006530751,0.2359456],"genre_scores_gemma":[0.987783,0.0001708545,0.002311992,0.003223451,0.001127343,0.00007809096,0.00004501035,0.0001040816,0.005156235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5256199,"threshold_uncertainty_score":0.9997879,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W34402930","doi":"10.1007/s00402-021-04120-7","title":"Конфессиональная идентичность в конфликтном регионе","year":2006,"lang":"ru","type":"article","venue":"Социологические исследования","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; WorkSafeBC; Orthopaedic Trauma Association","keywords":"Computer science","authors":[{"name":"Виктор Анатольевич Авксентьев","is_ca":false},{"name":"И.О. Бабкин","is_ca":false},{"name":"А.Ю. Хоц","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007939937554057586,"gpt":0.233637340821863,"spread":0.2256974032678054,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0008505273,0.001519724,0.001314334,0.0007771858,0.001024604,0.001307741,0.0034846,0.0007323182,0.002806465],"category_scores_gemma":[0.0001896038,0.001581177,0.001105848,0.001829107,0.0005747757,0.002644824,0.001333482,0.00148563,0.01554739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005945922,"about_ca_system_score_gemma":0.000612825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001909342,"about_ca_topic_score_gemma":0.0002735994,"domain_scores_codex":[0.9906985,0.0005344508,0.001729738,0.00261086,0.001666017,0.002760432],"domain_scores_gemma":[0.9942532,0.0004958934,0.0008786175,0.002756616,0.001027098,0.0005885377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003155932,0.002697316,0.007673803,0.0003234791,0.0005757426,0.001239169,0.002502396,0.0005409365,0.09119842,0.2881434,0.590789,0.01400081],"study_design_scores_gemma":[0.005227183,0.001568206,0.1401619,0.0009492546,0.0005219472,0.0005063991,0.001167645,0.02066123,0.1047988,0.01799535,0.7011534,0.005288589],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1099017,0.0084706,0.1285608,0.01233165,0.02343411,0.002504681,0.0005039994,0.0006758052,0.7136167],"genre_scores_gemma":[0.9234824,0.000129899,0.002354958,0.003308467,0.003571271,0.00008498721,0.0001726731,0.0001893481,0.06670595],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8135808,"threshold_uncertainty_score":0.9997551,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3171251317","doi":"","title":"Stereotypes or competition? Analyzing certain gender preferences among employers","year":2002,"lang":"ru","type":"article","venue":"Социологические исследования","topic":"Regional Economic Development and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Competition (biology); Labour economics; Labor relations; Work (physics); Gender relations; Demographic economics; Production (economics); Business; Psychology; Economics; Sociology; Gender studies; Engineering","authors":[{"name":"Moskovskaya Alexandra","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06928192778666359,"gpt":0.2358130131561954,"spread":0.1665310853695318,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006690715,0.0007913404,0.0007805464,0.001036916,0.0007431237,0.001531785,0.0008017287,0.0003553643,0.0285899],"category_scores_gemma":[0.0001659797,0.0007195277,0.0002673924,0.001537672,0.000333158,0.00378692,0.0003563011,0.0004973125,0.005873843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002179474,"about_ca_system_score_gemma":0.0000825889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003601082,"about_ca_topic_score_gemma":0.0004405687,"domain_scores_codex":[0.9958366,0.00006402385,0.001374035,0.001094572,0.0006170526,0.001013748],"domain_scores_gemma":[0.9977052,0.0001522761,0.0009978372,0.0005911929,0.0004723033,0.00008117281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002614114,0.0006713818,0.5629745,0.001187274,0.0009938007,0.00008869288,0.001152766,0.0003062073,0.00009850549,0.04346161,0.3680905,0.02071339],"study_design_scores_gemma":[0.003656598,0.0001332773,0.4821422,0.001171606,0.0005852936,0.00001704433,0.00330189,0.02772396,0.00008508449,0.008317296,0.469588,0.003277843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7621928,0.001040304,0.000397765,0.003210991,0.003166388,0.0009677022,0.0000224195,0.0004096689,0.2285919],"genre_scores_gemma":[0.9633203,0.0005128108,0.0002893282,0.002166274,0.002498876,0.00006532901,0.0002591903,0.0001122041,0.03077568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2011275,"threshold_uncertainty_score":0.9995256,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}